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Concentrate After Imagination: Text-Conditioned Evidence Grounding for Partially Relevant Video Retrieval

Paper recorded by Signals 4 on 2026-09-08 in cs.CV. Abstract reproduced from arXiv; link to the original below.

Published 2026-09-08 on arXiv · recorded by Signals 4 on 2026-09-09

Category: cs.CV · 计算机视觉 · first seen 2026-09-09

Abstract

Partially Relevant Video Retrieval (PRVR) retrieves untrimmed videos when queries describe only short moments. Although recent methods improve local representations, uncertainty modeling, and global context, final ranking often still trusts the strongest local response; a coincidentally similar fragment can therefore produce an unsupported peak. We identify this failure as the query-agnostic conce

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#121 most recent of 237 cs.CV papers we have recorded · ↑ newer: DXPR: Depth-Based Vision-LiDAR Cross-Modal Place Recognition Using Vis · ↓ older: Prior-free relative 6D pose estimation of multiple object instances
Cite this page: Concentrate After Imagination: Text-Conditioned Evidence Grounding for Partially Relevant Video Retrieval: the #121 most recent of 237 cs.CV papers we have recorded (as of 2026-09-08). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/concentrate-after-imagination-text-conditioned-evidence-grounding-for-partially-.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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